RemembrallMCP

RemembrallMCP is an open-source MCP (Model Context Protocol) server that provides persistent memory and codebase intelligence for AI agents and coding assistants. It exposes tools enabling agents to store and recall decisions, index codebases to build live code dependency graphs, and instantly map relationships between symbols and files. Its hybrid search combines semantic and full-text retrieval, enhancing memory recall and rapid access to relevant code context. Integrates with Claude, Cursor, Windsurf, Codex, or any MCP-compatible client, and relies on Postgres with the pgvector extension for fast, scalable vector search.